{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "1526d49e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "##菱形走势图\n",
    "import matplotlib.pyplot as plt\n",
    "import seaborn as sns\n",
    "\n",
    "\n",
    "months = [\"1月\", \"2月\", \"3月\", \"4月\", \"5月\", \"6月\", \"7月\", \"8月\"]\n",
    "completion_rates = [53.6, 49.8, 52.7, 70.8, 60.9, 49.6, 58.6, 70.4]\n",
    "\n",
    "sns.set(style=\"darkgrid\")\n",
    "\n",
    "plt.figure(figsize=(10, 6))\n",
    "plt.plot(months, completion_rates, marker=\"D\", color=\"red\", markerfacecolor=\"none\", markersize=10, linewidth=1.5)\n",
    "\n",
    "for i, rate in enumerate(completion_rates):\n",
    "    plt.text(months[i], rate + 1, f\"{rate:.1f}%\", ha='center', color='white', fontsize=12)\n",
    "\n",
    "plt.title(\"2022年1-8月公司计划完成率\", fontsize=18, weight='bold', color='white', pad=20)\n",
    "plt.xlabel(\"月份\", fontsize=14, color='white')\n",
    "plt.ylabel(\"完成率\", fontsize=14, color='white')\n",
    "\n",
    "plt.ylim(40, 80)\n",
    "\n",
    "plt.rcParams['font.sans-serif'] = ['SimHei']\n",
    "plt.rcParams['axes.unicode_minus'] = False\n",
    "\n",
    "plt.gca().set_facecolor(\"#1a2b47\")\n",
    "plt.gcf().set_facecolor(\"#1a2b47\")\n",
    "plt.tick_params(colors='white') \n",
    "\n",
    "plt.text(-0.5, 77, \"公司整体完成率55%，4月和8月超过70%，2月和6月较低未过半\", fontsize=12, color=\"white\")\n",
    "plt.text(-0.5, 42, \"注：数据来源于公司销售系统。统计日期截至2022.08.31\", fontsize=10, color=\"white\")\n",
    "\n",
    "plt.show()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.4"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
